All 10 Model Serving Infrastructure tools that are actually alive — cross-checked against multiple directories, liveness-verified, and ranked by real traffic. Dead links and clones removed. Verified means we checked — not that someone paid.
See the ranked list ↓Showing 10 of 10 live tools · ranked by real traffic
Pay-per-use cloud API to run, fine-tune, and deploy thousands of open-source and proprietary AI models with one line of code.
AI model serving platform letting enterprise teams deploy and scale AI workloads across local, hybrid, and multi-cloud infrastructure.
Backend service that adds metering, load-balancing, and storage to LLM and generative-AI apps so developers can bill users.
Managed VPS hosting to self-deploy open-source AI models and tools at a flat monthly price, no MLOps skills required.
OpenAI-compatible inference cloud on custom ASICs promising much faster token throughput than GPU clouds, usage-based pricing.
Multi-cloud AI platform for model orchestration, deployment, and scaling across cloud providers.
Cloud-agnostic platform to turn any ML model into a scalable API in minutes; currently pre-launch in beta.
A machine-learning API platform for building custom classification, detection and segmentation models that learn from your examples.
Postgres extension and platform that runs machine learning and LLM inference inside the database to simplify AI infrastructure.
| Tool | Best for | Free tier | Price | Monthly visits |
|---|---|---|---|---|
| Consistent Character by fofr | Pay-per-use cloud API to run, fine-tune, and deploy thousands of open-source and proprietary AI models with one line of code. | Trial | $0.000025/mo | 1.3M |
| UbiOps | AI model serving platform letting enterprise teams deploy and scale AI workloads across local, hybrid, and multi-cloud infrastructure. | — | Paid | 14K |
| Meteron AI | Backend service that adds metering, load-balancing, and storage to LLM and generative-AI apps so developers can bill users. | Yes | $39/mo | 1.8K |
| Mindplix | Managed VPS hosting to self-deploy open-source AI models and tools at a flat monthly price, no MLOps skills required. | — | Paid | 296 |
| General Compute | OpenAI-compatible inference cloud on custom ASICs promising much faster token throughput than GPU clouds, usage-based pricing. | Trial | Paid | — |
